The Economics of AI Data Center Architecture

A new report from ACG, “Economic Analysis of AI Data Center Architecture and Comparison of InfiniBand and Ethernet RoCE Networking,” dives deep into the economics of AI data center networking.

The report covers:

  • AI data center architectures and associated expenses 
  • A comparison of the two leading network technologies, RDMA over Converged Ethernet (RoCE) and InfiniBand—Ethernet yields a 55% TCO improvement vs. InfiniBand in AI training data centers
  • The economics of hyperscalers vs. private cloud solutions. Private cloud (eg, on-prem) AI data center yields a 46% TCO improvement vs. public cloud alternatives


Download the report and find out why the least expensive part of your AI data center—your network—might just be the most important to ensure efficiency and high performance.

Read the research

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